Pengembangan Metode Intrusion Detection System berbasis Machine Learning pada tahap seleksi fitur, penyeimbangan kelas, dan ensemble learning = Development of Machine Learning-Based Intrusion Detection System methods at the feature selection, class balancing, and ensemble learning stages

Pengembangan multi-stage detection method berbasis machine learning untuk meningkatkan akurasi dan efisiensi intrusion detection system (IDS) pada sistem monitoring keamanan jaringan internet Indonesia = Development of machine learning based multi-stage detection method for improving accuracy and efficiency of intrusion detection system (IDS) on Indonesia internet security monitoring system

Rancang Bangun Algoritma Machine Learning Menggunakan Arsitektur Autoencoder Untuk Reduksi Dimensi Serta Pengaruhnya Terhadap Performa Deteksi Intrusion Detection System (IDS) = Development of Machine Learning Algorithm Using Autoencoder Architecture for Dimensionality Reduction and Its Impact on Intrusion Detection System (IDS) Performance

Klasifikasi multi-class data intrusion detection system dengan metode klasifikasi extreme learning machines dan pemilihan fitur dengan metode chi-square = Multi class classification of intrusion detection system dataset with extreme learning machines classification methods and feature selection with chi square methods

Peningkatan Kinerja pada Intrusion Detection System (IDS) dengan 3 Lapisan Pembelajaran Hibrid = Improved Performance in Intrusion Detection System (IDS) with 3 Layer Hybrid Learning